Can AI help project managers learn how software actually gets built?

Agile Artificial Intelligence Business Analysis

Ralph Sacco Senior Project Manager (Retired)| IBM (Retired) Me, United States

I’m a long-time project manager and recently built something called AI-DIY.

The idea is simple: instead of only learning software delivery concepts, you build a real starter app while working through planning, development, testing, and review with a virtual AI software team.

I’m exploring whether this kind of “software delivery lab” could help project managers better understand how software teams actually work.

The idea is to create a safe environment where people can experiment with the software delivery lifecycle, make harmless mistakes, and learn from them while still producing a working starter app.

Curious what others think about this approach. Have you seen anything like this used in training or practice?

More info: ai-diy.ai

Posted: Mar 12, 2026 12:39 PM

Sort By:

Bruce Buryo

Community Champion

This is a very practical idea. One thing I’ve observed from working on complex projects is that many challenges don’t come from lack of methodology knowledge, but from gaps in understanding how delivery actually happens on the ground. When project managers better understand how teams plan, build, test, and deal with constraints, conversations become more realistic and decisions improve.

I also strongly agree with the idea of a safe learning environment. In real projects, mistakes are expensive, but in controlled simulations they become learning accelerators. Experiences like this can help PMs develop better judgment, especially around estimation, risk awareness, and stakeholder communication, which often matter more than the technical details themselves.

I think approaches like this could be especially valuable as AI becomes more integrated into delivery workflows. Project managers will increasingly need practical exposure to how AI-assisted teams actually operate, not just policy-level understanding. Structured learning environments like this could help close that gap.

Posted: Mar 13, 2026 1:08 AM

Ralph Sacco Senior Project Manager (Retired)| IBM (Retired) Me, United States

Thank you Bruce. I am glad you agree. If you had the time to look at ai-diy.ai you can let me know if you see this as a tool to help in this way. I just developed it but have not found a home for it yet. There is a 4 min demo. You have been very gracious with your time in responding and giving your thoughts on this so thank you. Ralph

Posted: Mar 13, 2026 10:12 AM

Lissette Indhira Pimentel Sosa

Community Champion

Program Manager| HARPER SRL Santo Domingo / Distrito Nacional, Dominican Republic

Yes, I think approaches like this can be very valuable. Many project managers understand delivery frameworks but have limited exposure to the actual development workflow.

A safe environment where PMs can simulate the lifecycle, planning, development, testing, and iteration, can help them better understand constraints, dependencies, and how engineering teams actually work. That kind of hands-on learning can improve communication and decision-making during real projects.

Posted: Mar 16, 2026 10:06 AM

Please login or join to reply

Can AI help project managers learn how software actually gets built?

Sponsors

Vendor Events

Guessing is not a strategy: How to build decision velocity with AI and real-time data

Newsletters